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About the Programme Academic Staff Program Qualifications Lessons Matrix of Course & Program Qualifications Turkish Qualifications Framework (TQF) TQF & Program Qualifications
  1. Vocational School of Information Technologies
  2. Department of Software, Application Development and Analysis
  3. Program in Front-End Software Development
  4. Course Structure Diagram with Credits
  5. Introduction to AI Ethics
  6. Learning Outcomes & Program Qualifications
  • Description
  • Learning Outcomes
  • ECTS Credit Load
  • Course's Contribution to Program
  • Learning Outcomes & Program Qualifications
Last Updated: 01/07/2026
0 : Does not support   1 : Low-level support   2 : Mid-level support   3 : Top level support
Learning Outcomes Program Qualifications
PY1 PY2 PY3 PY4 PY5 PY6 PY7 PY8 PY9 PY10 PY11 PY12 PY13 PY14 PY15
LO-1 Explains the basic principles of ethical theories and their applications in the context of artificial intelligence. - - - - - - - - - - - - - - -
LO-2 Defines responsible and trustworthy artificial intelligence principles. - - - - - - - - - - - - - - -
LO-3 Analyzes the sources and social consequences of algorithmic bias. - - - - - - - - - - - - - - -
LO-4 Evaluates fairness metrics and bias mitigation approaches. - - - - - - - - - - - - - - -
LO-5 Interprets the concepts of transparency and explainability on artificial intelligence systems. - - - - - - - - - - - - - - -
LO-6 Explains the principles of privacy, personal data protection and data governance. - - - - - - - - - - - - - - -
LO-7 Evaluates the effects of artificial intelligence on employment, social inequality and the digital divide. - - - - - - - - - - - - - - -
LO-8 Discusses the problems brought by generative artificial intelligence in terms of copyright, disinformation and social trust. - - - - - - - - - - - - - - -
LO-9 Analyzes the issues of responsibility and accountability in autonomous systems. - - - - - - - - - - - - - - -
LO-10 Compares artificial intelligence regulations and governance approaches at national and international scales. - - - - - - - - - - - - - - -

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